Kurtland Chua

PhD student, Princeton University

Joined

September 2018

Names

Kurtland Chua (Preferred)

Emails

****@berkeley.edu (Confirmed)

,

****@princeton.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Princeton University (princeton.edu)

2019 – Present

Undergrad student

University of California Berkeley (berkeley.edu)

2015 – 2019

Advisors, Relations & Conflicts

Coauthor

Roberto Calandra

2018 – 2021

Coauthor

Rowan McAllister

2018 – 2019

Expertise

No areas of expertise listed

Publications

Provable Hierarchy-Based Meta-Reinforcement Learning
Kurtland Chua, Qi Lei, Jason D. Lee
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
How Fine-Tuning Allows for Effective Meta-Learning
Kurtland Chua, Qi Lei, Jason D. Lee
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
How Fine-Tuning Allows for Effective Meta-Learning
Kurtland Chua, Qi Lei, Jason D. Lee
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
On the Importance of Hyperparameter Optimization for Model-based Reinforcement Learning
Baohe Zhang, Raghu Rajan, Luis Pineda, Nathan O. Lambert, André Biedenkapp, Kurtland Chua, Frank Hutter, Roberto Calandra
- 2021 (modified: 30 Sept 2024)
- CoRR 2021
- Readers: Everyone
How Fine-Tuning Allows for Effective Meta-Learning
Kurtland Chua, Qi Lei, Jason D. Lee
- 2021 (modified: 03 Nov 2022)
- CoRR 2021
- Readers: Everyone
Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models
Kurtland Chua, Roberto Calandra, Rowan McAllister, Sergey Levine
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone

Co-Authors